1184 Open Source Deep Learning Software Projects
Free and open source deep learning code projects including engines, APIs, generators, and tools.
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
D2l En12275 ⭐
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.
Deep Learning Drizzle9870 ⭐
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
Pytorch Handbook15984 ⭐
Davisking Dlib10896 ⭐
A toolkit for making real world machine learning and data analysis applications in C++
Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier
Pytorch Lightning17124 ⭐
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
Awesome Datascience17836 ⭐
:memo: An awesome Data Science repository to learn and apply for real world problems.
First Order Model12093 ⭐
This repository contains the source code for the paper First Order Motion Model for Image Animation
Jaidedai Easyocr13651 ⭐
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
Awesome Deep Learning18226 ⭐
A curated list of awesome Deep Learning tutorials, projects and communities.
Data Science Ipython Notebooks22374 ⭐
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
Dive Into Machine Learning10877 ⭐
Free ways to dive into machine learning with Python and Jupyter Notebook. Notebooks, courses, and other links. First posted in 2016, maintained as of 2022. Pull requests welcome!
Machine Learning Tutorials11776 ⭐
machine learning and deep learning tutorials, articles and other resources
🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images
Aymericdamien Tensorflow Examples41614 ⭐
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
Handson Ml23967 ⭐
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
Neural Doodle9695 ⭐
Turn your two-bit doodles into fine artworks with deep neural networks, generate seamless textures from photos, transfer style from one image to another, perform example-based upscaling, but wait... there's more! (An implementation of Semantic Style Transfer.)
Mozilla Deepspeech18897 ⭐
DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.
PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）
Machine Learning For Software Engineers25642 ⭐
A complete daily plan for studying to become a machine learning engineer.
Floodsung Deep Learning Papers Reading Roadmap31621 ⭐
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
Ray Project Ray18961 ⭐
An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
Stanford Tensorflow Tutorials10113 ⭐
This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.
Mit Deep Learning8970 ⭐
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
Ml From Scratch20767 ⭐
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
The Incredible Pytorch8633 ⭐
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
Awesome Pytorch List12572 ⭐
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
Junyanz Cyclegan11007 ⭐
Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
Mit Deep Learning Book Pdf9950 ⭐
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
Numerical Linear Algebra8315 ⭐
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
Chenyuntc Pytorch Book9679 ⭐
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)
Cheatsheets Ai14154 ⭐
Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
ncnn is a high-performance neural network inference framework optimized for the mobile platform